Fold 0 - Understanding why coefficient 193258648 was selected
Tag: BLOOD PRESSURE
Selected Coefficient: 193258648
Taxonomy Path: 0.77.76.75.4
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 193258648 | 1.012658 | 0.77.76.75.4 | 4.75.76.77.0 (4*79^4 + 75*79^3 + 76*79^2 + 77*79) | Yes | |
| 280539191 | 1.012658 | 0.0.0.16.7 | 7.16.0.0.0 (7*79^4 + 16*79^3) | No | |
| 15936562099 | 2.000000 | 13.1.10.12.14.5 | 5.14.12.10.1.13 (5*79^5 + 14*79^4 + 12*79^3 + 10*79^2 + 79 + 13) | No |
These are the training products that have the "BLOOD PRESSURE" tag (processing sequence 4047). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 3086 | Dr Mercola Vitamins D3 & K2 | 15936562099 | IMMUNITY, ALLERGIES, OILS | 15743303451 | WELL-BEING, DEPRESSION, DETOX, KETOSIS, BRAIN HEALTH, JOINT FUNCTION | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | 280539191 | IMMUNITY, ALLERGIES, DIGESTIVE, OILS | 87280543 | WELL-BEING, HAIR CARE, DEPRESSION, DETOX, KETOSIS, BRAIN HEALTH, JOINT FUNCTION | ||
| 3109 | Green Trading Organic Brahmi Capsules | 193258648 | CIRCULATION | 0 | none |